Method for authenticating a user by means of a non-secure terminal

ABSTRACT

This disclosure relates to a method for authenticating a user, including: receiving from a secure processor, a software component configured to generate an image frame including random pixels having a probability lower than 100% to be visible in the image frame; executing the software component a plurality of times to generate a plurality of image frames; displaying the plurality of image frames at a frame display rate, the image frames including information which is machine unintelligible as being formed of the random pixels, the frame display rate being such that the information becomes intelligible to the user, the information specifying a biometric challenge to enter by the user; acquiring biometric data from the user; and transmitting the biometric data to the secure processor.

CROSS REFERENCE TO RELATED APPLICATIONS

This application claims priority to European Application Nos. EP16196947.2, EP16196945.6, EP 16196950.6, EP 16196957.1, filed Nov. 2, 2016, and EP Application No. EP17172856.1, filed May 24, 2017, the disclosures of which are incorporated herein by reference in their entireties.

TECHNICAL FIELD

This disclosure relates to methods and devices for securely authenticating a user from a non-secure terminal, and in particular, for executing a secure transaction involving a non-secure terminal and a remote server, based on a user authentication.

BACKGROUND

In general, mobile terminals, such as, for example, smartphones, personal computers, digital tablets, or the like, or any other connected device including devices belonging to the Internet of Things (IoT) may execute transactions, such as e-commerce transaction or fund transfer. These transactions, however, raise security problems, notably because “malicious software” or “malware” may be executed by a processor (e.g., CPU) of the terminal. The malware may be able to access all or a part of the memories accessible by the processor, and thus may be maliciously configured to spy on any transactions executed by the terminal and obtain any data manipulated during these transactions over a network.

To ensure the security of such transactions, one method is to entrust cryptographic computations to a dedicated secure element, such as a processor of, for example, a UICC (“Universal Integrated Circuit Card”) card, and a SIM (subscriber identification module) card, in which cell phones are generally equipped. Further, in order to be able to execute one or more payment applications, the secure processor must be able to store as many secret cryptographic keys as there are payment applications. However, loading an application into the memory of the above-mentioned secure processor is a complex operation that needs to be highly secure. Specifically, it involves external parties such as Trusted Service Managers. For instance, since SIM cards are issued by cell phone operators, the latter may refuse to have such applications installed in the card. Furthermore, in the event of theft, or during maintenance of the telephone, the processor of the SIM card may be hacked by a hacker seeking to discover the secret keys stored in its memory.

In addition, accessing the secure functions installed in the processor of a SIM card generally entails inputting a secret code (PIN code) by means of a keypad or a touch-sensitive surface connected to the main processor of the terminal. In a typical configuration, the secret code input by the user necessarily passes through the main processor. Malware executed by the main processor can therefore access this secret code.

Further, to secure transactions performed using a terminal connected to a web site, one method may be to use a single-use secret code which is transmitted to the user each time a transaction needs to be validated. One solution is to transmit the single-use secret code to the user via a distinct communication channel, e.g., via a phone link or SMS (Short Message Service). The user may be required to input the received secret code on the terminal to validate the transaction. Another solution is to provide an additional hardware device to each of the users. This device may generate a single-use secret code after an authentication of the user by means of credentials, such as a password or biometric data. However, the above-mentioned solutions are burdensome for the users who do not always have nearby a phone or mobile or wireless network coverage (or the additional hardware device), when validating a transaction. Further, the solution requiring the additional hardware device is costly for organizations (e.g., banking). In addition, the solution using a secret code transmitted by SMS does not provide sufficient high security level since it has already been subjected to successful attacks.

SUMMARY

In a general aspect, a method authenticating a user, including: receiving from a secure processor, a software component configured to generate an image frame including random pixels having a probability lower than 100% to be visible in the image frame; executing the software component a plurality of times to generate a plurality of image frames; displaying the plurality of image frames at a frame display rate, the image frames including information which is machine unintelligible as being formed of the random pixels, the frame display rate being such that the information becomes intelligible to the user, the information specifying a biometric challenge to enter by the user; acquiring biometric data from the user; and transmitting the biometric data to the secure processor,

In some implementations, the user may be authenticated when the biometric data correspond both to the information and to stored biometric data from the user.

In some implementations, the software component may be configured to generate a plurality of frame image parts each comprising the random pixels. The method may further include inserting each generated image frame part into an image frame background to generate the plurality of image frames.

In some implementations, the software component may be configured to generate encrypted frame image parts including the random pixels. The, the method may further include: decrypting, by the user terminal, each generated encrypted image frame part, by applying to each pixel of the encrypted image frame part an XOR operation with a corresponding pixel of a decrypting mask, each decrypted image frame part being inserted into an image frame background to generate one of the plurality of image frames, the decrypting mask being configured to produce a message in the displayed image frames.

In some implementations, the machine unintelligible information in the displayed image frames may include segments arranged to form symbols, or numeric or alphanumeric characters, at least a part of the segments being formed with the random pixels.

In some implementations, the segments may be arranged to form symbols defining the biometric data to be entered by the user for being authenticated. The response from the user may depend on the symbols.

In some implementations, the information may include symbols respectively associated with biometric challenges, one of the symbols being duplicated to specify one of the biometric challenges to enter by the user, the biometric challenges requested to the user including at least one of the following: parts and/or movements of the face of the user, using a biometric sensor to capture images of the face or eyes of the user, fingerprints of the user hand fingers, using a biometric sensor to capture fingerprints of the user, a sound, a letter or a word to be pronounced by the user, using a biometric sensor to capture voice or images of lip movements of the user, eyes and/or eyes closure movements, using a biometric sensor to capture images of eyes or iris of the user.

In some implementations, the software component may be configured to set a probability of the random pixels to be visible in the displayed image frames. The probability may be selected in a set of visible probability values.

In some implementations, the software component may be configured to provide the random pixels with a probability set to a value equal to 50% or comprised between 12.5% and 87.5%, to be visible in the displayed image frames.

In some implementations, the software component may be encoded as a garbled circuit including circuit inputs, circuit outputs, logic gates and wires, each logic gate having two inputs and one output, each wire having a first end connected to one of the circuit inputs or to one of the logic gate outputs and a second end connected to one of the logic gate inputs or to one of the circuit outputs, the garbled circuit being generated by randomly generating a valid data representing each binary state of each of the wires, and by computing for one logic gate of the garbled circuit, truth table values as a function of each valid data of each input of the logic gate, each valid data of the output of the logic gate and a logic operation performed by the logic gate.

In some implementations, the software component may include a pixel set generation circuit for a set of random pixels to generate, each generation circuit including a first logic gate and a set of second logic gates, the first logic gate combining a first input data to a randomly selected second input data, and providing an output data to a first input of each of the second logic gates, a second input of each of the second logic gates receiving a third input data, each of the outputs of the second logic gates providing a pixel value of the set of random pixels.

In another general aspect, a user terminal may include a processor configured to: receive from a secure processor a software component configured to generate an image frame including random pixels having a probability lower than 100% to be visible in the image frame; execute the software component a plurality of times to generate a plurality of image frames; display the plurality of image frames at a frame display rate, the image frames including information which is machine unintelligible as being formed of the random pixels, the frame display rate being such that the information becomes intelligible to a user, the information specifying a biometric challenge to enter by the user; acquire a biometric data from a user of the terminal; and transmit the biometric data to the secure processor.

In another general aspect, the terminal user may be configured to perform the method as previously defined.

In another general aspect, the secure processor may be a secure element associated with the user terminal and connected to a main processor of the terminal, or belongs to a remote server linked to the user terminal through a data transmission network.

In another general aspect, a secure element processor may be configured to execute the operations performed by a secure processor, wherein the secure element may be connected to a main processor of a terminal.

In still another general aspect, a server may be configured to execute the operations performed by a secure processor, wherein the server may be linked to the terminal through a data transmission network.

In still another general aspect, a computer program product may be loadable into a computer memory and comprising code portions which, when carried out by a computer, configure the computer to carry out the method as previously defined.

BRIEF DESCRIPTION OF THE DRAWINGS

Examples of the method and/or device may be better understood with reference to the following drawings and description. Non-limiting and non-exhaustive descriptions are described with the following drawings.

FIG. 1 is a block diagram of user terminals performing transactions with remote servers according to example embodiments;

FIG. 2 is a block diagram of a user terminal according to example embodiments;

FIG. 3 is a sequential diagram of initialization steps performed by a user terminal, an authentication server and an application server, according to example embodiments;

FIG. 4 is a sequential diagram showing steps of a user authentication procedure, according to example embodiments;

FIG. 5 is a block diagram of a database managed by the authentication server, according to example embodiments;

FIGS. 6 and 7 are sequential diagrams showing steps of a user authentication procedure, according to other example embodiments;

FIGS. 8A and 8B illustrate respectively an image frame displayed by the user terminal, and a corresponding resultant image which can be observed by a user of the user terminal, according to other example embodiments;

FIGS. 9A and 9B illustrate respectively an image frame displayed by the user terminal, and a corresponding resultant image which can be observed by the user, according to other example embodiments;

FIGS. 10A and 10B illustrate respectively an image frame displayed by the user terminal, and a corresponding resultant image which can be observed by the user, according to other example embodiments;

FIG. 11 is a block diagram of an application program executed by the user terminal, according to example embodiments;

FIG. 12 is a block diagram of a circuit implemented by software in the user terminal, according to example embodiments;

FIG. 13 is a block diagram of a database describing the circuit implemented in the user terminal, according to example embodiments;

FIG. 14 is a block diagram illustrating a processing performed by the application program for displaying the image frame of FIG. 8A, according to example embodiments;

FIG. 15 is a block diagram of a part of the circuit of FIG. 12, according to another embodiment; and

FIG. 16 is a sequential diagram showing authentication steps, according to other example embodiments.

DETAILED DESCRIPTION

In the figures, like referenced signs may refer to like parts throughout the different figures unless otherwise specified.

In the following, the term “secure” may be employed according to its plain meaning to those of ordinary skill in the art and may encompass, in different embodiments, security arising from techniques such as encryption, or other types of software or hardware control used to isolate information from the public or to protect it against unauthorized access or operation. The expressions “secure communication” and “secure communication link” may refer to communications that are encrypted using public/private key pairs, or symmetrical key encryption with keys shared between communicating points. “Secured communications” can also involve virtual private networks, and other methods and techniques used to establish authenticated and encrypted communications between the communicating points.

In view of the drawbacks and considerations noted above, it may be desirable to propose methods and devices for authenticating a user of a non-secure user terminal. It may also be desirable to protect secret data input by users and transaction data transiting through such a non-secure terminal. Further, it may be desirable to make the proposed method compatible with all existing terminals, even with terminals of low computation power.

For instance, such methods to protect transaction data transmitting through a non-secure terminal may include using a graphic processor of the terminal as a secure element to perform transactions. This method may include establishing a secure communication link between the graphic processor of the terminal and an authentication server, and displaying a virtual keypad with keys arranged in random order. The image of the keypad is displayed using visual cryptography, by successively displaying complementary frames in which the labels of the keys are not intelligible. The complementary frames may be combined into an intelligible image by the visual system of the user due to a retinal remanence thereof. In this way, even if a malicious program running on the main processor of the terminal is able to access the positions of the keys touched by the user during input of a secret code, it cannot, by taking a succession of screenshots, determine which labels correspond to the touched keys. However, this method requires important calculation resources that are not available in all portable devices (e.g., existing smartphones on the market).

FIG. 1 illustrates user terminals UT that can perform transactions with remote service provider servers or application servers SSRV through communication networks NT. In the following, the term “user terminal” shall be synonymous and refer to any device that can communicate with one or more remote servers such as application servers and service provider servers. Thus, a user terminal can be, for example, a mobile phone, a smartphone, a smartwatch, a personal computer, a payment terminal, a digital tablet, or any equipment having communication and man-machine interface capabilities, etc. The two functionalities may be also provided by two or several devices, provided that those devices are securely associated or linked. The communications networks may include IP (Internet Protocol) networks, such as Internet, mobile or cellular networks, wireless networks, and any kind of network that can be used to establish a communication link between a user terminal and a remote server.

In some implementation, an authentication server ASRV may be configured to implement a method for authenticating a user during transactions involving an application or service provider server SSRV and a user terminal UT, based on a two-factor authentication scheme.

FIG. 2 represents a conventional terminal UT, including communication circuits NIT for communicating with a remote server such as the server ASRV, through a transmission network such as the network NT. The terminal UT can be, for example, a cellular phone, a smartphone or a PDA (Personal Digital Assistant) or any other device such as a digital tablet or a personal computer including communication circuits to be connected to a network such as Internet network. The user terminal UT may further include a main processor HP (also called “Central Processing Unit”—CPU) connected to the communication circuits NIT, a display screen DSP, a graphic processor GP connected to the processor HP and controlling the display screen DSP, and a control device CM connected to the processor HP. The control device CM can include a keyboard or keypad, or a touch-sensitive surface. In some implementations, the control device CM can be transparent and disposed on the display screen DSP. The control device CM can further include a pointing device such as a mouse, a pencil, a pen, or the like.

The terminal UT can further include a secure element SE, such as, for example, a secure processor that can be standalone or embedded into a smartcard UICC. In some implementations, the secure processor SE can be, for example, a SIM (“Subscriber Identity Module”) card, or a USIM (“Universal Subscriber Identity Module”), providing an access to a cellular network. The secure processor SE can include an NFC (“Near Field Communication”) circuit to communicate with a contactless reader. The NFC circuit can be embedded into a SIM card (SIM-NFC) or UICC, or in a SoC (“System on Chip”) circuit, or in an external memory card, for example an “SD card”. The circuits NIT can include a mobile telecommunication circuit giving access to a mobile cellular network and/or to the Internet network, through the cellular network, and/or a wireless communication circuit (Wi-Fi, Bluetooth™, or any other radio frequency or wireless communication methodology), and/or any other wired or wireless connection circuit that can be linked to a data transmission network such as the Internet.

FIG. 3 illustrates registration steps S1 to S16 provided for registering a user terminal UT to be used for authenticating a user to validate a transaction or to access a service, in accordance with example embodiments. In some implementations, steps S1 to S8 can be executed only once. In step S1, the user may connect a user terminal OT to the server SSRV of the service provider, e.g., to a web site of the service provider, and may provide credentials such as a user identifier UID and a corresponding password UPW to the server SSRV. In step S2, the user credentials UID, UPW may be transmitted by the terminal OT to the server SSRV. In step S3, the server SSRV may check the received credentials UID, UPW and if the received credentials UID, UPW correspond to a valid registered user, the server SSRV may send to the authentication server ASRV, a registration request RGRQ containing the user identifier UID and a service identifier SID related to the service provider server SSRV (step S4). The communication link between the servers SSRV and ASRV may be secured, such that a hacker cannot retrieve the transmitted data. The following steps performed by the server ASRV are executed by a secure processor of the server ASRV or within a secure domain thereof. The links between the terminals OT and the server SSRV and between the terminals UT and the server ASRV may not be required to be secure links.

In steps S5 and S6, the authentication server ASRV may generate a single-use link token LTK (dedicated to registration of the user identified in step S2) and may transmit the link token LTK to the server SSRV in response to the registration request RGRQ. The link token LTK may establish a link between the received user identifier UID and the service identifier SID. The link token LTK can have a time-limited validity that may be fixed to a value between several minutes and several hours. In step S7, the server SSRV may receive the link token LTK and may transmit the single-use link token LTK to the terminal OT. In step S8, the terminal OT may display the link token LTK.

In step S9, the user may download and/or may install and/or may launch execution of an application APP dedicated to or involving user authentication in a user terminal UT to be used for authentication and involving the authentication server ASRV. The terminal UT may be the terminal OT or another terminal (e.g., a mobile phone, a smartphone, a smartwatch, a personal computer, a payment terminal and a digital tablet, or any equipment having communication and man-machine interface capabilities). Steps S9 to S16 may be performed at a first execution of the application APP by the terminal UT. In step S10, the application APP may generate a unique device identifier DID of the terminal UT. Then the user is invited to introduce in the user terminal UT requested biometric data RBD using sensors of the user terminal UT (or sensors securely associated with the terminal), for example, according to displayed instructions. In some implementations, the user can be instructed to enter fingerprints of several or all of his fingers using a fingerprint sensor, and/or to pick up pictures of his face (e.g. left, front, right pictures), using a camera (a conventional imaging camera, or any other type of camera such as, for example, a thermal or an infrared camera), and/or voice recordings by saying a list of words, letters, or figures displayed by the user terminal UT, using a microphone, for example. The user may further be invited to input the link token LTK received and displayed in steps S7, S8. In steps S11 and S12, the user may input the requested biometric data and the link token LTK. The link token LTK may be displayed in the form of an optical code, such as, a QR code, and captured on the display screen of the terminal OT by the application APP using the camera of the user terminal UT. In step S13, the application APP may transmit a registration message ERP to the authentication server ASRV. The registration message ERP may contain the device identifier DID, the requested biometric data RBD, and/or the link token LTK. In step S14, the server ASRV may check the validity of the received link token LTK. A link token may be considered invalid when its validity period has elapsed, or when it has been already used once or a predefined number of times to identify a device. If the link token is valid, the server ASRV may store the device identifier DID and the entered biometric data RBD as reference biometric data RBD in a user database UDB, in step S15. In step S16, the server ASRV can transmit a message RP in response to the request RGRQ to the service provider server SSRV. The message RP may contain the user identifier UID and a status of the registration depending on the validity check of the link token performed in step S14.

If the check performed in step S14 succeeds, the user terminal UT may be regularly registered by the server ASRV, and thus, it can be used as a second authentication factor associated with the user. The authentication of the user by the service provider server SSRV may be considered as a first authentication of the user.

FIG. 4 illustrates authentication steps S21 to S32, which may be performed to authenticate the user during a transaction conducted by the application APP or for executing an operation of this application, requiring the user to be authenticated. During the authentication process, the user terminal UT may have been previously registered by the authentication server ASRV, for example, by executing steps S1 to S15 of FIG. 3. The user registration can be performed in a separate preliminary process. In step S21, the user terminal UT may launch execution of the application APP. In step S22, the application APP may need to authenticate the user and may transmit an authentication request ARQ to the authentication server ASRV. The authentication request ARQ may contain an identifier SID of the service, the credentials UID, UPW of the user involved in the transaction, the service provider identifier SID for which the authentication should be performed, the device identifier DID of the user terminal UT, and an address SURL of a service provider server where a result of the authentication must be transmitted by the authentication server ASRV. In some implementations, the he authentication request ARQ may also contain a message MSG to be displayed to the user and presenting for example information related to the transaction to be validated by the user (e.g. an amount to be paid).

In step S23, the authentication server ASRV may receive the request ARQ, and may check consistency of the data transmitted in the authentication request ARQ. To this end, the authentication server ASRV may use the data stored in the database UDB, or send an authentication request message to the server SSRV, containing the user credentials UID, UPW using the address SURL. When the server SSRV receives such an authentication request message, it may verify the consistency of the user credentials and may provide a response to the server ASRV containing a result of the verification. If the transmitted data are not consistent, the server ASRV may transmit an error message ERM to the user terminal UT and the execution of the application APP ends or the application asks the user for other credentials (this may be done a predefined maximum number of times, for example three trials). If the data in the received request ARQ are consistent, the authentication server ASRV may perform step S24 where it generates a biometric challenge BIOC, preferably of, for example, single-use, and a distinct dedicated software component GC specific to the user terminal UT corresponding to the device identifier DID and to the biometric challenge. The software component GC may be designed to display the biometric challenge BIOC. The authentication server ASRV can also generate a unique transaction identifier TID which may be stored in the database UDB. In step S25, the server ASRV may send to the terminal UT structure and content data GCD defining the software component GC and including input data of the software component in an encrypted form, a final mask IMSK to be applied to image frame parts generated by the software component circuit, and a cryptographic data GCK to be used to execute the software component GC.

In step S26, the application APP executed by the terminal UT may receive the data GCD, IMSK, GCK related to the software component GC and may transmit an acknowledge message AKM to the server ASRV in response to the data received in step S25. If the application APP is not currently running on the terminal UT, the reception of the data related to the software component may trigger the execution of the application APP. In step S27, the server ASRV may send to the terminal UT a request RGC to execute the software component GC. In step S28, the reception of the request RGC may trigger the execution by the application APP of the software component GC which may display image frames showing the message MSG and the biometric challenge BIOC. The application APP executed by the terminal UT may also trigger the execution of the software component GC when it is received in step S25.

In some implementations, the software component GC may be configured to generate image frames comprising information formed of randomly visible pixels, such that when the generated image frames are displayed by the user terminal UT, the information may become intelligible to the human visual system due to the persistence of the latter, but not in screenshots of the display screen DSP. In some implementations, the software component GC may be configured to display a biometric challenge BIOC requesting biometric data as a function of information displayed using blinking pixels, as detailed below using examples of FIGS. 8-10.

In step S29, the user of the terminal UT may input the requested biometric data BIOD. In step S30, the application APP may transmit the result GCR of the software component execution containing biometric data BIOD entered by the user and the device identifier DID to the server ASRV. In step S31, the server ASRV may determine the reference biometric data RBD1 corresponding to the biometric data requested by the software component GC. The software component GC may be generated by the server ASRV. The server ASRV may check the compliance of the entered biometric data BIOD with the requested biometric data RBD1 selected in the reference biometric data RDB stored in the database UDB in association with the user identifier UID. In step S32, the server ASRV may transmit to the service provider server SSRV using an address SURL of the server SSRV, an authentication response ARP containing the user identifier UID, the result of the verification CMP1 performed in step S31, and possibly, the transaction identifier TID. The authentication response ARP may be also transmitted to the application APP executed by the user terminal UT. In this way, the user corresponding to the identifier UID may be authenticated and the transaction TID may be validated only when the entered biometric data BIOD match the requested biometric data RBD1 corresponding to the software component GC sent by the server ASRV to the user terminal UT in step S25.

In this way, a malware installed in the user terminal UT or a man-in-the-middle attack between the server ASRV and the user terminal UT cannot discover the requested biometric data without executing the software component GC. If this happens, the hacker performing the attack must also have the biometric data of the user to select in them the requested biometric data, and send an authentication message ARP to the server ASRV (as in step S30). If this happens, the server ASRV may receive two messages ARP for a same transaction TID or from the same user terminal UT, one from the authenticated user and one from the hacker. In this case, the server ASRV can decide to invalidate the transaction or raise a flag or perform any other specific action related to this event.

In some implementations, the message GCR may be transmitted by the user to the server ASRV (step S30) by another transmission channel.

FIG. 5 illustrates different tables USR, DEV, SVC, TT, GCP of the database UDB. The table USR may contain one record for each registered user. Each record may include a device identifier UID, the corresponding user password UPW, and reference user biometric data RBD. The table DEV may contain one record for each registered user device or terminal UT. Each record may include a device identifier DID, and the corresponding user identifier UID. The table SVC may contain one record for each service provider registered with the authentication server ASRV. Each record of the table SVC may include a service identifier SID and a service name SNM. The table TT may contain one record for each current transaction. Each record may include a transaction identifier TID, a device identifier DID, a service identifier SID, the message MSG to be displayed by the software component GC triggered by the application APP and executed by the user terminal UT having the identifier DID, the address SURL provided in step S22, and an identifier GCID identifying the software component generated for the transaction TID. The table GCP may contain one record for each software component generated by the server ASRV. Each record may include a software component identifier GCID, a device identifier DID of the device UT for which the software component GC was generated in step S24, and the identifier TID of the transaction for which the software component GC was generated. Since each of the software components is dedicated to one transaction and consequently generated and executed for only one user authentication, the records corresponding to an already ended transaction can be deleted from the table GCP. In some implementations, the records may be kept for statistical purposes or to ensure the unicity of each transaction. In other example embodiments, each software component can be executed a given number of times or have a validity period of use.

In some implementations, the operations performed by the authentication server ASRV (in FIGS. 3 and 4) can be implemented in the service provider server SSRV. In such a case, the server SSRV may not be needed to be identified in the steps S22 and S32, nor to be registered in the data base UDB.

In some implementations, the user terminal UT may communicate uniquely with the service provider server SSRV. Therefore, the user credential check (step S23) may be performed by the service provider server SSRV, and thus, the authentication server ASRV does not have to know the user password UPW to be used to access the service provided by the server SSRV. This embodiment is illustrated in FIG. 6 which shows the authentication steps S21 to S32, which are successively performed to authenticate the user during a transaction. In step 22, the authentication ARQ request may be transmitted from the user terminal UT to the service provider server SSRV. The user authentication step S23 may be performed on the basis of the user credentials UID, UPW by the server SSRV. In a step S23′ following step S23, the server SSRV may transmit an authentication request ARQ1 to the authentication server ASRV. The authentication request ARQ1 may include the identifier SID of the service provider and the user device identifier DID. After receiving the authentication request ARQ1, the server ASRV may execute step S24 as illustrated in the embodiment of FIG. 4. In step S25, the server ASRV may transmit the structure and content data GCD defining the software component GC and including input data of the software component in an encrypted form, the final mask IMSK to be applied to image frame parts generated by the software component circuit, and the cryptographic data GCK to be used to execute the software component. These data can be transmitted directly to the user terminal UT or by means of the server SSRV which retransmits them to the terminal UT in step S25′. Then the steps S26 and S27 can be performed between the user terminal UT and the server ASRV or as shown in FIG. 6, between the user terminal UT and the server SSRV.

Then the user terminal UT may perform the steps S28 to S30. The software component result GCR sent in step S30 by the terminal UT can be transmitted directly to the server ASRV or as illustrated in FIG. 6, received first by the server SSRV which retransmits it to the server ASRV. Upon reception of the software component result GCR, the server ASRV performs the steps S31 and S32 as illustrated in FIG. 4. An authentication report can be transmitted to the user terminal UT either by the server ASRV or by the server SSRV.

Instead of being performed by the application APP, the steps S22, S26, S28 and S30 may be performed within or by a web browser installed in the terminal UT, the steps S26, S28 and S30 may be performed by a script executed by the web browser, such as a script written in “JavaScript”, and transmitted for instance in a web page by the server ASRV. In some implementations, the transmissions may be encrypted, to enhance security level.

FIG. 7 illustrates an embodiment implemented from a web browser executed by the user terminal UT. The embodiment of FIG. 7 comprises steps S41 to S64 performed by the user terminal UT, the service provider server SSRV and the authentication server ASRV. In step S41, a web browser installed in the user terminal UT may display a web page from a web site of the service provider. The displayed web page may contain, for example, a link triggering an operation requiring the user to be authenticated. For example, this link may trigger an operation generating a new password for accessing a user account with the service provider. When the user activates this link, a message NPWR requesting a new password may be transmitted to the server SSRV in step S42. The message NPWR may contain a user identifier UID and a device identifier of the user terminal UT used by the user in steps S41, S42. When it receives the message NPWR in step S43, the server SSRV may transmit an authentication request ARQ to the authentication server ASRV. The request ARQ may contain an identifier SID of the service provider, an identifier UID of the user (e.g. an email address of the user). In step S44, the server ARSV may receive the request ARQ and generates a transaction identifier TID and a link LNK to request an authentication. The transaction identifier TID may identify the current user authentication transaction. In step S45, an acknowledge message AK containing the transaction identifier TID, the user identifier UID and the link LNK may be transmitted by the server ASRV to the server SSRV. In step S46, the server SSRV may transmit to the user terminal UT a message MG(LNK) containing the link LNK and the transaction identifier TID, using an email address of the user that can be transmitted by the user terminal UT in step S42.

In step S47, the user terminal UT (or optionally an email application or a web browser installed in the terminal) may display the received message MG(LNK). Then the user activates the link LNK in the displayed message in step S47′. In step S48, the activation of the link LNK may trigger the transmission by the user terminal UT to the server ASRV of a message containing the transaction identifier TID. At the reception of such a message in step S49, the server ASRV may transmit to the user terminal a script SCPT, for example, written in the language “JavaScript”, to be executed by a web browser installed in the user terminal UT. The steps S50, S51, S54, S56, S61 and S63 are performed within or by a web browser installed in the user terminal UT (or respectively by the script SCPT executed in the web browser). In step S50, the web browser of the terminal UT may launch execution of the received script SCPT. In step S51, the terminal UT controlled by the script SCPT may send a request RQGC to obtain a dedicated software component GC specific to the user terminal UT. The request RQGC may contain the identifiers TID and UID, and optionally, some information about the user terminal UT, such as, for example, a Personal computer, a smartphone, digital tablet, etc. In step S52, the authentication server ASRV may receive the request RQGC and may generate a biometric challenge BIOC, preferably of single-use, and a distinct dedicated software component GC specific to the user terminal UT and the application requesting the software component (dedicated application or web browser), as in previously described step S24. In step S53, the server ASRV may send to the user terminal UT structure and content data GCD defining the software component GC and including input data of the software component in an encrypted form, a final mask IMSK to be applied to image frame parts generated by the software component circuit, and a cryptographic data GCK to be used to execute the software component.

In step S54, the script SCPT executed by the web browser in the user terminal UT receives the data GCD, IMSK, GCK related to the software component GC and transmitted in step S53. The user terminal UT may send an acknowledge message to the server ASRV in response to the data received in step S53. Then the script SCPT may execute the software component GC which may display image frames showing a biometric challenge BIOC requesting biometric data as a function of information displayed using randomly visible pixels. In step S55, the user of the terminal UT may input the requested biometric data BIOD, using the user terminal UT or any other terminal. In step S56, the script SCPT executed by the terminal UT may transmit the biometric data BIOD entered by the user and the transaction identifier TID to the server ASRV. In step S57, the server ASRV may determine the displayed biometric challenge BIOC and the requested biometric data RBD1, as a function of the user identifier UID and the software component GC generated in step S52. Then, the server ASRV may compare the entered biometric data BIOD with the requested biometric data RBD1. In step S58, the server ASRV may transmit to the service provider server SSRV, an authentication response ARP containing the user and transaction identifiers UID, TID, and the result CMP1 of the comparison performed in step S57. In step S59, if the entered biometric data BIOD matches the requested biometric data RBD1 of the user identified by the user identifier UID, the user may be authenticated and the server SSRV may perform an operation requested by the user, requiring such an authentication. In the example of an operation of generating a new password, the server SSRV may transmit in step S60, to the user terminal UT a web page WP(NPW) enabling the user to enter a new password for his account dedicated to the service provider. The user terminal UT to which the web page WP(NPW) is to be transmitted is known by the server SSRV from step S42 at which it receives the new password request. In step S61, the web browser of the user terminal UT may display the received web page WP(NPW). In step S62, the user may introduce a new password NPW in the displayed web page WP(NPW). In step S63, the user terminal UT may transmit the new password NPW to the server SSRV, together with the user identifier UID, in a password change request NPWR. In step S64, the server ASRV may send an acknowledge message ACK to the user terminal UT.

In this way, steps S43 to S60 require the user to read on the user terminal UT which biometric data are requested and to enter these data using sensors of the user terminal UT. Therefore, a hacker cannot determine which biometric data are requested, even if he has recordings of these biometric data. In addition, a human action is advantageously required to perform these operations, which prevents automatic attacks directed to a large number of user accounts.

The operations performed by the authentication server ASRV may be implemented in the service provider server SSRV.

The communications between the user terminal UT and the server ASRV may be secured, e.g., using the SSL protocol, at least from step S49 to step S56, thereby preventing a man-in-the-middle attack.

FIG. 8A illustrates an example of an image frame FRM displayed by the user terminal UT when it executes the software component GC. The image frame FRM may include a banner frame BNF displaying the message MSG. In the example of FIG. 8A, the message MSG may contain information related to a transaction to be validated by the user, for example, “Order: transfer xx € to yyyy”. The image frame FRM may further present a biometric challenge requesting the user to capture a part of his face using a camera of the user terminal UT or connected thereto. To this purpose, the image frame FRM may present a stylized human head, the left, front and right sides of the head being associated with a respective randomly chosen number ND. The image frame FRM may further present a biometric challenge “Present side <number> of your face” and a validation key “V”, “<number>” corresponding to one of the displayed numbers ND.

In some implementations, to prevent the displayed numbers ND from being acquired using a screenshot function of the terminal UT, the numbers ND may be displayed using segments SG, for example, seven segments, and only a part of the segments forming each displayed numbers may be displayed in each image frame generated by the software component GC. To this purpose, each visible segment SG to be displayed may be present in an image frame FRM generated by the software component GC with a probability lower than approximately 100%, for example, equal to approximately 50%. Due to its persistence property, the human visual system may combine the image frames successively displayed by the user terminal UT. Thus, the displayed numbers ND may become intelligible to the user, but cannot be captured using a screenshot function.

Segments SG or pixels may be invisible or visible in one of the generated image frames FRM when they are displayed respectively with a background color of the image frame, or with a color different from the background color. The background color may be defined by the color of the pixels around the considered segment SG, and may vary as a function of the position of the segment within the image frame FRM. In another example embodiment, the segments may be displayed on a background image. Each pixel of an invisible segment may be displayed with the color the pixel of the background image which may be located below the segment pixel.

FIG. 8B shows the displayed image IMG (as it is perceptible by the human visual system) when the image frames FRM generated by the software component GC are displayed at a sufficiently high frequency (e.g., greater than 30 Hz). In some implementations, the frequency may beat 60 Hz, such that a new frame generated by the software component is displayed every 16.6 ms. Further, as shown in the example of FIG. 8B, the displayed numbers ND may appear in grey to a user when visible segments to be displayed are inserted in the frames FRM with a probability lower than approximately 100%. In the example of FIG. 8B, the left, front and right sides of the face may be numbered 3, 9 and 7, and the requested face side to capture may be side 3, i.e., the left side of the face.

The numbers “xx” and letters “yyyy” in the message MSG can be also displayed using segments, each visible segment appearing in each generated image frame FRM with a probability lower than approximately 100%. For example, the probability may be approximately 50%.

FIG. 9A illustrates another example of an image frame FRM displayed by the user terminal UT when it executes the software component GC, in accordance with example embodiments. The image frame FRM may include the banner frame BNF displaying the message MSG. The image frame FRM may further present another biometric challenge requesting the user to enter fingerprints of designated fingers using, for example, a fingerprint sensor of the terminal UT or connected thereto. To this purpose, the image frame FRM may present stylized left and right human hands, each finger being associated with a randomly chosen number ND. The image frame FRM may further present a biometric challenge “Present fingers <number> then <number>” and a validation key “V”. The numbers ND may be displayed using segments SG, for example, seven segments, and only a part of the segments forming each displayed numbers may be displayed in each displayed image frame generated by the software component GC. To this purpose. Each visible segment SG to be displayed may be present in an image frame FRM generated by the software component GC with a probability lower than approximately 100%. For example, the probability may be equal to approximately 50%.

FIG. 9B illustrates the displayed image IMG (as it is perceptible by the human visual system) when the image frames FRM generated by the software component GC are displayed at a sufficiently high frequency, in accordance with example embodiments. In the example of FIG. 9B, the displayed numbers ND may appear in grey to a user when visible segments to be displayed are inserted in the frames FRM with a probability lower than approximately 100%. In this example, the back face of the hands are shown, the left hand may be placed to the left of the right hand, and the ten fingers may be associated respectively with the randomly chosen numbers (from left to right) 8, 3, 1, 2, 6, 7, 5, 4, 9 and 0. The requested fingerprints may be numbered 0 then 6, which correspond to the fingerprints of the little finger of the right hand, and the thumb of the left hand.

FIG. 10A illustrates another example of an image frame FRM displayed by the user terminal UT when it executes the software component GC. The image frame FRM may include the banner frame BNF displaying the message MSG. The image frame FRM may further present another biometric challenge requesting the user to pronounce one or more words, using a microphone of the terminal UT or connected thereto. To this purpose, the image frame FRM may present a list of words which can be selected in a dictionary. Each word may be associated with a randomly chosen number ND. The image frame FRM may further present a biometric challenge “Say the word <number>” and a validation key “V”.

The numbers ND may be displayed using segments SG, for example, seven segments, and only a part of the segments forming each displayed numbers ND may be displayed in each image frame generated by the software component GC. To this purpose, each visible segment SG to be displayed may be present in an image frame FRM generated by the software component GC with a probability lower than approximately 100%. For example, the probability may be equal to approximately 50%.

FIG. 10B illustrates the displayed image IMG (as it is perceptible by the human visual system) when the image frames FRM generated by the software component GC are displayed at a sufficiently high frequency. In the example of FIG. 10B, the displayed numbers ND may appear in grey to a user when visible segments SG to be displayed are inserted in the frames FRM with a probability lower than approximately 100%. In this example, the selected displayed words may be “word1”, “word2” and “word3”, and may be associated respectively with the numbers 3, 9 and 7, and the requested word to say is numbered 7, i.e. the word “word3”. Instead of words, the user may also be requested to say letters or numbers which can be displayed using segments SG, only a part of the segments forming each displayed letters or numbers being displayed in each image frame generated by the software component GC.

In some implementations, the biometric challenge can be for instance “Say the words <number1>, <number2> and <number3>” or “Pronounce the letters <number1> and <number2> of the <number3> word”.

Example embodiments are not limited to the examples of FIGS. 8A, 9A and 10A. Other biometric challenges using symbols (alphanumeric or not) displayed using randomly visible segments can be easily imagined. For example, the biometric challenge of FIGS. 10, 10B can be performed using a camera of the user terminal or connected thereto. This challenge can be also combined with a facial recognition since lip-reading can be performed using video images of the face of the user. This challenge can be performed without emitting sounds.

In some implementations, instead of capturing a requested part of the user face, the challenge of FIGS. 8A, 8B can request the user to make face movements a number of times, such as close one or two of his eyes, open his mouth, or smile.

Another example of biometric challenge can involve iris recognition using a camera of the terminal or connected thereto. This challenge can request the user to capture the left or right eye, or both of them according to a particular sequence, and/or request the user to close the captured eye a number of times.

In step S31 or S57, the server ASRV can further perform a biometric recognition algorithm (e.g., face, fingerprint, iris, voice, lips movements, etc.) corresponding to the biometric data requested to the user, to determine whether the biometric data entered by the user correspond to biometric data previously registered by the user with the server ASRV.

In some implementations, visible and invisible segments of each number ND to be displayed appear in the frames FRM with respective probabilities such that the displayed digits may be intelligible for the human visual system, due to the persistence of the latter. For example, the generated software components GC may be configured to display the invisible segments with a probability between approximately 0% and 15%, and the visible segments with a probability between approximately 50% and 100%. The visible segments forming one of the numbers ND can be displayed with respective probabilities comprised between approximately 50% and 100%, and the invisible segments in a number ND can be displayed with probabilities comprised between approximately 0% and 15%. The display probabilities of the segments SG forming the numbers ND to be displayed can be adjusted as a function of the frame display frequency, such that the numbers ND remain intelligible for the human visual system.

The validation key “V” may be not necessary, in particular when the circuits of the terminal UT can detect when the requested biometric challenge is entered by the user.

FIG. 11 illustrates a functional architecture of the application APP, according to example embodiments. The application APP may include a management module MGM, an initialization module INM, an authentication module AUTM, a link module LKM, and a software component execution module GCM. The management module MGM may control other modules INIM, RGM, LKM and GCM, and the communications between the application APP and the server ASRV through the communication circuits NIT. The initialization module INM may perform step S10. The link module LKM may perform steps S12 and S13. To this purpose, the link module LKM can be connected to an image sensor IMS of terminal UT to acquire an optical code corresponding to the link token LTK to be received by the terminal UT, and displayed by the terminal OT. The authentication module AUTM may perform steps S26 to S30 to process the authentication request received in step S22, to trigger the execution of the software component GC, and to receive and transmit the biometric data BIOD entered by the user. The module AUTM may be connected to the keypad or a touch-sensitive surface TSIN of the terminal UT and to circuits for acquiring the requested biometric data (e.g., camera, microphone, fingerprint sensor, iris sensor, heart rate monitor, glucose monitor, blood pressure sensor, etc.). The module GCM may perform the step S28 to generate and display the image frames FRM at a suitable refresh rate, the module GCM selecting at each frame, input values to be applied to the software component GC and executing the latter. The module GCM may produce the image frames FRM which may be displayed on the display screen DSP of the terminal UT.

FIG. 12 illustrates an example of a software component GC, according with example embodiments. According to this example embodiment, the software component GC may be a software-implemented Boolean circuit encrypted as a garbled circuit. The software component GC may include two circuit layers L1, L2, and two interconnection matrices XM1, XM2. A first interconnection matrix XM1 may receive input data INi, INj, SGi, RNi of the software component GC. The first layer L1 may include logic gates AGi, each gate receiving two input values SGi, RNi from the matrix XM1 and providing one output value Di to the second interconnection matrix XM2. The second layer L2 may include logic gates XGi, XGj, each gate receiving two input values from the matrix XM2, and providing one output value PXi, PXj representing a pixel value. Each of the logic gates AGi of the first layer L1 may receive input values SGi, RNi of the software component GC, selected by the matrix XM1. Each of the logic gates XGi of the other layer L2 may receive one input value INi of the software component and one output value provided by one logic gate AGi belonging to a previous layer (L1). The input values INi may be selected by the matrix XM2. Each of the logic gates XGj of the layer L2 may receive two input values INj1, INj2 of the software component. The input values INj1, INj2 may be selected by the matrix XM1 and/or XM2. This structure of the software component may enable parallel processing, since all logic gates in a same circuit layer L1, L2 can be processed at the same time.

In some implementations, to generate image frames FRM as shown in FIG. 8A, 9A or 10A, the software component GC may include one circuit SGCi for each of the segments SG that can be visible or invisible in the image frames FRM, and one circuit FPCj for each pixel PXj distinct from a segment pixel PXi, for example, around the segments SG or in the banner frame BNF. Thus, in the example of FIGS. 9A, 9B, the image frames FRM to be generated may include 12 numbers ND as, formed of 84 segments, the software component GC may include 84 circuits SGCi. Each of the circuits SGCi may include one logic gate AGi in the circuit layer L1, and as much logic gates XGi in the circuit layer L2, as the number of pixels PXi1, PXi2, . . . PXip forming the segment SG as displayed in the image frames FRM.

The gate AGi may perform, for example, a logical operation such as AND, OR, NAND, NOR, to display each visible segment with a probability of approximately 50% (e.g., ½), and each invisible segment with a probability of approximately 0% to be visible. Each of the gates XGi may perform a logical XOR operation with an input INi of the software component. The gate AGi may receive one segment input value SGi and a corresponding random input value RNi. The output Di of the gate AGi may be connected to an input of all gates XGi of the circuit SGCi. Each gate XGi may also receive one of the input values INi1-INip and may provide one pixel value PXi1-PXip to the output of the circuit GC.

Each of the circuits FPCj may include one logic gate XGj performing a logical XOR operation per pixel PXj controlled by the software component GC and distinct from a segment pixel in the image frames FRM. Each of the gates XGj may receive two input values INj1, INj2 of the software component GC and may provide one pixel value PXj. Each of the gates XGj can be located either in layer L1 or in layer L2. The number of input values INi, INj can be limited to a value around the square root of the number of pixels PXi, PXj controlled by the software component GC.

The circuits SGCi may be configured to display the visible segments of the numbers ND with a probability of approximately 50% and the invisible segments of these digits with a probability of approximately 0%. The structure of the software component GC can be adapted to apply other display probabilities to the visible and invisible segments of the digits to be displayed. Alternatively, the digits can also be controlled and/or arranged (e.g., with more segments) to display other signs than numbers such as alphabetic characters or more generally symbols including ASCII characters.

In the example of the software component of FIG. 12, one input INi or INj can be connected to several logic gates XGi, XGj, such that there are fewer inputs INi, INj than the number of logic gates XGi plus twice the number of logic gates XGj.

The interconnection matrix XM2 may define which pixel generated by the software component belongs to a segment SG. In some implementations, the position, orientation and shape of each segment SG may be varied by one or several pixels, depending on the display resolution of the user terminal, from one software component to another. This provision makes it more difficult to perform a machine optical recognition of the displayed symbols.

It may be observed that the term “segment” as used herein designates a set of pixels that are controlled by a same one of the segment input values SGi. The set of pixels forming a segment may not be necessarily formed of adjacent pixels, but can include groups of adjacent pixels as the segments forming one of the numbers ND. In addition, the pixels forming a segment may all be visible or all invisible in one displayed image frame FRM.

FIG. 13 illustrates the structure and content data GCD defining the software component (which is transmitted in step S25 or S53), when it is designed as a garbled circuit, according to an embodiment. The data GCD may include:

a unique software component identifier GCID,

a number set DIM comprising a number n of input values INi, INj, a number of output values m, a number s of segment input values SGi or random input values RNi, a number g of gates AGi, XGi, XGj, a number k of gates AGi, a number w of wires in the circuit, and a number 1 of circuit layers L1, L2 in the circuit GC,

an input data table INLB comprising all values of the inputs INi, INj of the circuit GC, for example numbered from 1 to n, as specified for the execution of the software component,

a segment table SGLB comprising all values of the segment inputs SGi of the software component GC, numbered from 1 to s, as specified for the execution of the software component,

a random data table RNLB comprising the random values RNi, numbered from 1 to s,

a gate wire table GTW defining two input wires numbers IN1, IN2, an output wire number ON and a type identifier GTYP of each logic gate AG, XG of the software component GC, the gates of the circuit being numbered from 1 to g, and

a gate truth table comprising four values OV00, OV01, OV10, OV11 for each of the logic gates AG of the software component GC.

In the example of FIG. 12, the type GTYP may specify that the corresponding logic gate performs either an XOR operation or another logical operation such as AND, OR, NOR, NAND.

In some implementations, the input values INi, SGi, RNi, INj and the output values Di, PXi, PXj of the logic gates AGi, XGi, XGj, each representing a binary logical state 0 or 1, may be defined by numbers of several bits, for example, 64 or 128 bits. In this way, each input and output within the garble circuit GC may have only two valid values, and all the other possible values, when considering the size in bits of these values, are invalid. When the software component GC is generated, the two valid values of each input SGi, RNi, INi, INj of the software component may be randomly chosen, provided that the least significant bit of the two valid values are different. The least significant bits may be used, when computing the output value of one of the logic gates, to select one value in the truth table of the logic gate.

The truth table GTT[i] of each logic gate AGi, may include four values OV00, OV01, OV10, OV11, each corresponding to a combination (0, 0), (0, 1), (1, 0), (1, 1) of binary input values corresponding to the input values of the logic gate. The topology of the software component may be defined in the table GTW, by numbering each wire of the software component, i.e. each input wire of the software component from 1 to (n+2s) and each output of the logic gates from (n+2s+1) to (n+2s+g), and by associating to each logic gate AGi, XGi, XGj one record of the table GTW comprising two wire numbers IN′, IN2 to the two inputs of the gate and one wire number ON to the output of the gate. The wire numbers of the outputs of the software component GC may be numbered from (n+2s+g-m+1) to (n+2s+g).

In some implementations, the table RNLB may contain both valid values RNV1, RNV2, corresponding respectively to the logical states 0 and 1, of each of the input random values RNi. Each value RNV1, RNV2 can be equal with a same probability to either one or the other of the two valid values of the random value RNi corresponding respectively to the states 0 and 1.

The XOR gates XGi, XGj can be executed either by using a truth table which is encoded in the table GTT or by applying XOR operations to each pairs of bits of same rank in the input values of the gate. In the latter case, the field GTYP of the table GTW may define whether the gate is a XOR gate or another gate, and the table GTT may include one record for each gate AGi only.

In some implementations, each value in the tables INLB, SGLB, RNLB, GTT may be encoded by a 128-bit word, and each record of the table GTW may be encoded on a 64-bit word, the wire numbers IN1, IN2, ON being encoded on 21-bit words. The table GTW can be transmitted from the server ASRV to the terminal UT in a compressed form, for example, using a gzip compression scheme.

In some implementations, the order of the logic gates in the gate tables GTW, and GTT can be defined randomly, provided that the table records GTW[i] and GTT[i] at the index i refer to the same gate.

FIG. 14 illustrates the module GCM, configured to execute a software component and to generate the image frames FRM, according to an example embodiment. The module GCM may execute the software component each time a new image frame is to be generated, i.e., at a frame refresh rate equal to or greater than 30 Hz. To this purpose, the module GCM can be activated by a synchronization signal SNC having for example a rising edge each time a new image frame must be generated. The module GCM may include a switching module SWC, a software component interpreter GCI, an XOR masking circuit XRG, and a pixel mapping module MPF. The switching module SWC may receive the synchronization signal SNC and the structure and content data GCD defining the software component GC to be executed, and may load the data to be processed by the next execution of the software component GC in an input data structure GCDI. Thus, the switching module SWC may transmit the data DIM, INLB, SGLB, NBGL, GTW, GTT and GCK without modification to the structure GCDI.

In some implementations, the switching module SWC may perform switching operations SWi to select one or the other of the two valid values RNiV1, RNiV2 of each input random value RNi. Each switching function SWi may be controlled by a respective bit RNBi of a random number RNB having s bits, generated by a random number generation function RNG, s being the number of the random values RNi to be input to the software component GC or the total number of segments SGi of all the digits to be displayed. Each switching operation SWi may provide for each of the random values RNi a randomly selected value RNiVk which may be stored in the structure GCDI. As a result of the selection of one of the two valid values RNiV1, RNiV2 of the random values RNi (the visible segments SG to be displayed corresponding to an input data SGi set to the state one), the output of the corresponding AND gate AGi may be set to state either 0 or 1, depending on the logical state of the selected random value RNiVk. As a consequence, the visible segments SGi appear in each frame FRM with a probability equal to the probability of the random input value RNi to be set to state 1. If the number RNB is a true random number, this probability may be equal to approximately 50%.

The module GCI may be a dedicated interpreting module configured to successively execute each of the logic gates of the first circuit layer L1, as defined by the data in the input data structure GCDI, and then each of the logic gates of second circuit layer L2. To this purpose, the interpreting module GCI can use a wire table receiving the value of each wire of the software component GC, written in the table at an index corresponding to the wire number of the wire value. The wire table may be first loaded with the input values INi, INj, SGi, RNiVk of the software component, written in the table at indexes (between 1 and n+2s) corresponding to wire numbers assigned to the input values. Then the computed output value of each executed logic gate may be written in the wire table at an index corresponding to the wire number of the output value. At the end of the software component execution, the wire table may include the values of the outputs of the software component at indexes from (n+2s+g−m+1) to (n+2s+g).

The output value of each logic gate can be computed by applying a non-reversible function applied to both input values of the gate and to one value selected in the truth table of the gate, as a function of the least significant bit of each of the two input values:

OV=PF1(IN1,IN2,G)  (1)

where IN1 and IN2 represent the input values of the gate, G=GTT[IN1{0}// IN2{0}], IN1{0} and IN2{0} represent the least significant bit of the input values IN1, IN2, “//” represents the bit concatenation operator, GTT represents the four-element truth table of the gate, and PF1 represents the non-reversible function.

In some implementations, the function PF1 can use an encryption function such as AES (Advanced Encryption Standard) using an encryption key assigned to the software component. In this case, the encryption key GCK can be stored in the structure and content data GCD of the software component GC. For example, the output value OV of a logic gate can be computed as follows:

OV=AES(GCK,K)⊕+K⊕G  (2)

with K=CF(IN1,IN2)⊕T, “⊕” represents the Exclusive OR (XOR) operator, T represents a number assigned to logic gate, for example the number of the logic gate, and can also depend on the values of the inputs IN1, IN2, CF represents a combination function, and AES(GCK, K) represents an encrypted value of K by the AES encryption algorithm using the encryption key GCK. The combination function can be an XOR operation or an operation in the form:

CF(IN1,IN2)=SH(IN1,a)⊕SH(IN2,b),  (3)

SH(X,a) representing a left shift operation of X by a number “a” of bits.

The least significant bit of each output data of the software component GC provided by the module GCI may be considered as a pixel value PXi, PXj. The module XRG may combine each pixel value PXi (least significant bit of each output value provided by the software component) with a respective mask bit value MKi belonging to an image mask IMSK provided in the structure and content data GCD. The combination operation used can be an XOR operation XRi. The respective least significant bits of the output values PXi, PXj of the software component may represent white noise since the output values of the software component including the least significant bit thereof may be randomly chosen. Thus, the image parts generated by the software component may be in an encrypted form, and may be decrypted using the image mask IMSK.

The image mask IMSK may comprise the message MSG, such that when combined with the pixels PXj provided by the software component GC, the message MSG may become intelligible. The image mask IMSK can also be configured to make visible the pixels PXi of a digit segment SG corresponding to a segment input value SGi fixed to the binary state 0 (segment configured to be invisible). In this way, the segment may always be visible (with a probability of 100%) in the generated image frames FRM. Another way to configure a segment always visible or invisible is to attribute a same value to the two random values RNiV1, RNiV2 corresponding to the related segment input value SGi in the transmitted structure and content data GCD.

In some implementations, the final mask IMSK may be transmitted to the terminal UT in step S25, S25′ or S53 using another communication channel, for higher security.

The interconnection matrices XM1, XM2 may define where the pixels PXj corresponding to the input values INj and the pixels PXi corresponding to the segment input values SGi may be displayed in the image frames FRM. The input values INi, INj may be defined in relation with the image mask IMSK if the corresponding pixel PXi, PXj in output of the software component GC is visible or invisible, the visibility of the pixels PXi depending also on the corresponding value of the random input RNi. The respective binary states of the input values INi, INj can be randomly selected at the time the software component may be generated. The image mask IMSK may then be generated as a function of the selected binary states of the input values INi, INj. The interconnection matrices XM1, XM2 and the image frame FRM may be displayed which may define the visible and invisible pixels in the image frame.

The mapping module MPF may insert groups of pixels values PXi′ provided by the module XRG, at suitable positions into a background image frame BCKF to generate one of the image frames FRM to be displayed. In particular, the module XRG may provide a group of pixels PXi′ which may form the banner frame BNF as shown in FIGS. 8A, 9A, 10A, and groups of pixels PXi′ which form each of the random numbers ND to be displayed in a frame FRM. The mapping module MPF may insert these groups of pixels in respective predefined locations in the background image frame BCKF to generate one of the image frames FRM as shown in FIGS. 8A, 9A, 10A. In one embodiment, the module XRG may output a directly displayable image frame. In this case, the mapping module may not be mandatory.

In some implementations, the unmasking operation performed by the module XRG could be combined with the generated image frames FRM, i.e., after the image mapping operation performed by the mapping module MPF. Therefore the mask IMSK may have the size of the background image frame BCKF or the image frames FRM.

The transmission of the two valid values of the random inputs RNi in the structure and content data GCD of the software component, may enable introduction of randomness in the execution and output data of the software component at a very low cost. In contrast, a software component producing random output data would require to introduce a random generator in the software component, which cannot be obviously realized without adding complexity to the garbled circuit, and thus, without increasing the size of the structure and content data GCD defining the software component. In addition, the transmission of the two valid values RNiV1, RNiV2 of the random inputs RNi does not reduce the security related to a confidentiality of the displayed numbers ND, since the correspondence between each random input value RNiV1, RNiV2 and a binary value 0 or 1 thereof cannot be established easily.

In some implementations, each time the terminal UT has to perform a new authentication, a new software component GC displaying a new biometric challenge is executed in step S28.

In some implementations, in order to avoid the transmission of one software component GC (in step S25, S25′ or S53), each time the user terminal is required to perform a new authentication, several alternative software components (defined by the structure and content data GCD) can be downloaded in the terminal UT in one time, and the user terminal UT may select a non-already executed software component each time it has to perform a new authentication. As an example, several software components may be downloaded with the application APP when the latter is downloaded and installed in a user terminal UT. Then, when one or several software components are used, a new set of software components can be downloaded from the server ASRV to the user terminal UT, for example, when the terminal has an efficient network connection.

In some implementations, several alternative software components may be stored in the user terminal UT in an encrypted form, and each time the user terminal UT must execute a new software component, the server ASRV may send a corresponding decryption key to the user terminal.

In some implementations, only a part of each of the software components may be downloaded into the user terminal UT. The downloaded part of each software component can include the data GCID, DIM, NBGL, GTW with or without the table RNLB. Each time the terminal UT has to perform a new authentication, the server ASRV may only transmit to the terminal the data INLB, SGLB, GCK and IMSK, in step S25, S25′ or S53. Then, the user terminal UT may transmit the identifier GCID of the software component used for authentication to the server ASRV, for example in step S28 or S30, or S54 or S56. When the server ASRV receives a software component identifier GCID from a user terminal UT, it checks in the database UDB that the received identifier corresponds with a next unexecuted or valid software component previously transmitted to the user terminal UT. If the received identifier does not correspond with a next unexecuted or valid software component previously transmitted to the terminal UT, the server ASRV may invalidate the user authentication and the corresponding transaction. The server ASRV may also invalidate a previous transaction performed with the same software component (corresponding to the same identifier GCID).

In some implementations, the server ASRV can assign a validity indicator (for example in the table GCP of FIG. 5) to each software component it generates for a user terminal. The server ARSV may set the validity indicator to valid when it transmits the corresponding software component to a user terminal UT in step S25, S25′ or S53, and to invalid when it receives the corresponding message GCR in step S30, S56. In addition, the server ARSV can assign a validity period to each generated software component, a software component being set to invalid when its validity period has elapsed. The server ASRV may be configured to rejects a message GCR transmitted in step S30, S56 when it corresponds to a software component set to invalid.

FIG. 15 illustrates a part of the software component GC according to another example embodiment. The circuit part disclosed in FIG. 15 is intended to replace one logic gate AGi in the circuit of FIG. 12. In the example of FIG. 15, the circuit part may include three AND gates AGi1, AGi2 and AGi3 and two OR gates OGi1, OGi2. Instead of having one segment input SGi and one random input RNi for each segment of the image frame FRM to be displayed with a probability lower than approximately 100%, this circuit part may include for one segment, three segment inputs SGi1, SGi2, SGi3 and three corresponding random inputs RNi1, RNi2, RNi3. Each of the gates AGi1, AGi2, AGi3 may combine one respective segment input SGi1, SGi2, SGi3 with one respective random input RNi1, RNi2, RNi3. The outputs of the gates AGi1 and AGi2 may be connected to the inputs of the gate OGi1, and the outputs of the gates AGi3 and OGi1 may be connected to the inputs of the gate OGi2. The output Di of the gate OGi2 may be connected to as much gates XGi as the number of pixels forming the segment controlled by the inputs SGi1, SGi2, SGi3. In this way, when all the segment inputs SGi1, SGi2, SGi3 are set to the binary state 0, the output Di of the gate OGi2 may be set to the binary state 1 with a probability of 0%. When only one of the segment inputs SGi1, SGi2, SGi3 is set to the binary state 1, the output Di of the gate OGi2 may be set to the binary state 1 with a probability of approximately 50% (e.g., ½). When only two of the segment inputs SGi1, SGi2, SGi3 are set to the binary state 1, the output Di of the gate OGi2 may be set to the binary state 1 with a probability of approximately 75% (e.g., ¾), and when all the three segment inputs SGi1, SGi2, SGi3 are set to the binary state 1, the output Di of the gate OGi2 may be set to the binary state 1 with a probability of approximately 87.5% (e.g., ⅞). Depending on the corresponding input values INi1-INip and corresponding mask bit values MKi1-MKip of the mask IMSK, and the segment input values SGi1, SGi2, SGi3, it is possible to display a segment SGi with a probability fixed either to 0%, 12.5% (⅛), 25% (¼), 50% (½), 75% (¾), 82.5% (⅞) or 100% (1). In some implementations, the visible segments SG may be displayed in the image frames FRM with a probability selected in a set of visible probability values comprising at least 12.5%, 25%, 50%, 75%, 82.5% or 100%.

These probabilities or others can be obtained using other combinations of logic gates combining the three segment input values SGi1, SGi2, SGi3 and the three random input values RNi1, RNi2, RNi3.

In some implementations, other probability values can be reached by the software component, by increasing the number of inputs for one segment, and thus, by increasing the number of AND gates in the first circuit layer L1 and the number of combining OR gates in following circuit layers.

In some implementations, the visible segments may be displayed with a probability decreasing as a function of the experience level of the user. At first authentications, performed from a first installation of the application APP, the visible segments SG can be displayed in the image frames FRM with high probabilities, e.g., between approximately 75% and 100%. As the experience level of the user grows, these probabilities can be progressively reduced and finally set to randomly-selected values for example between approximately 12.5% and 50%.

In the embodiment using garbled circuits, the generation of a software component, performed by the server ASRV in step S24 or S52, may include generating random values representing the binary states 0 and 1 of the input bits and of the output bits of the logic gates of the software component. Some of the logic gate outputs may correspond to outputs of the garbled circuit. The generation of a software component may further include randomly selecting the interconnection matrices XM1, XM2, i.e., randomly selecting the links between the inputs of the software component and the inputs of the logic gates of the software component, and between the outputs of some logic gates and the inputs of other logic gates (definition of the table GTW). The generation of a software component may further include defining the truth tables GTT of the logic gates of the software component, and encrypting each value of these truth tables using an encryption key. In some implementations, each four values G (=GTT[IN1{0}// IN2{0}]) of the truth table of a logic gate of the software component GC can be computed as follows:

G=PF2(IN1,IN2,OV)  (4)

for each possible combination of the valid values of the inputs IN1, IN2 and the output OV, when considering the binary states corresponding to the valid values of IN1, IN2 and OV, and the logic operation performed by the logic gate, PF2 representing a non-reversible function. According to the example defined by equation (2), each four values G of the truth table of a logic gate can be computed as follows:

G=AES(GCK,K)⊕K⊕OV  (5)

with K=CF(IN1,IN2)⊕T.

As a consequence, it may be difficult to determine the binary states of the input and output values and the function of the logic gates of the software component. Therefore, the functioning of the software component GC cannot be easily determined. In addition, the software component can process only the two valid values of each input of the circuit, among a huge number of invalid values. Therefore, it may not be possible to apply any values to the inputs of the software component.

A hacker or a malware program executed by the terminal UT has a very short time to get the displayed biometric challenge BIOC to be entered, by analyzing the displayed image frames FRM or by executing or analyzing the software component GC, and must have the corresponding user biometric data BIOD. Therefore, it becomes difficult for a hacker to be authenticated in steps S21 to S32 or S48 to S60 (instead of the user), since even if hacker has biometric data from the user, the hacker must know which biometric challenge is to displayed by the execution of the software component GC transmitted to the terminal UT in step S25, S25′, S53, to provide the biometric data corresponding to the one requested in the displayed biometric challenge.

When the server ASRV generates the software component GC, it can be decided to use another bit rank in the values of the wires of the software component for defining the corresponding binary state of these values. The bits at the selected bit rank in the input values a logic gate AGi are used to select a data in the truth table GTT of the logic gate, and the bits at the selected bit rank in the output values PXi of the software component GC are extracted and applied to the module XRG.

The illustrations described herein are intended to provide a general understanding of the structure of various embodiments. These illustrations are not intended to serve as a complete description of all of the elements and features of apparatus, processors and systems that utilizes the structures or methods described therein. Many other embodiments or combinations thereof may be apparent to those of ordinary skills in the art upon reviewing the disclosure by combining the disclosed embodiments. Other embodiments may be utilized and derived from the disclosure, such that structural and logical substitutions and changes may be made without departing from the scope of the disclosure.

The methods disclosed herein may be totally or partially implemented by software programs executable by the processors of the user terminal UT, such as the main processor HP (CPU) and/or at least partially by the graphic processor GP.

Further, the methods disclosed herein are not limited to displaying sensitive information such as the numbers ND. Indeed, the object of such a display is to check that the user knows a secret data shared with the server ASRV and perceives information presented by the terminal in a way perceptible only by a human. Alternative challenge-response schemes can be implemented in other example embodiments. In addition to this or in other example embodiments, the generated frames may be formed with differences with a previously generated frame.

According to another example embodiment, the flickering or blinking of segments may be controlled directly in/by the graphic processor, by setting pixel intensity, additive or subtractive pixel color, pixel refresh rate, or pixel flickering parameters of the graphic processor.

According to example embodiments, the display DSP may be separated from the user terminal UT. For example, the display screen may be the one of a smartwatch, a smart glass or a virtual reality or an augmented reality headset, and the user terminal may be a smartphone, a tablet or a laptop/desktop computer. In some example embodiments, the communication link between the display and the user terminal may be wireless. For example, the communication link may be a one or a combination of Bluetooth, Wi-Fi, or any other radio frequency or wireless communication technology.

In some implementations, the biometric sensor may be separated from (e.g., not part of) the user terminal UT. In addition, the biometric data BIOD may be acquired using various sensors used separately or in combination. In the example of a heart-rate monitor, a smartwatch may provide the biometric sensor and the display to be used to display the biometric challenge. In other implementations, a glucose monitor wore separately may be used. Also, in other implementations, a heart-rate monitor may be combined with a thermal imaging camera. In some implementations, the communication link between the biometric sensor(s) and the user terminal may be wireless. In some embodiments, some if not all communication links may use secure protocols.

The challenge can be transmitted to the user using other means than by displaying it on a display screen. For instance, the challenge can be transmitted to the user by audio means using an audio cryptographic algorithm. According to this algorithm, an original audio sequence may be decomposed into a number of source audio sequences of the same length as the original audio sequence, in a way such that the original audio sequence can be reconstructed only by simultaneously playing all the source audio sequences generated by the decomposition, and such that it is very difficult to reconstruct the original audio sequence if any one of the source audio sequence is missing. Provision may be made to play two source audio sequences simultaneously, e.g., one via the terminal UT and the other via other means such as a portable device having a memory storing a source audio sequence and a headphone playing the stored source audio sequence without a microphone of the terminal hearing it. If the user hears an intelligible audio message by playing the two source audio sequences simultaneously, it means that the source audio sequence played by the portable device complements the source audio sequence.

Further, the methods disclosed herein are not limited to authenticating a user in view of validating a transaction. The methods disclosed herein may be applied to securely transmit sensible or secret information to or from a user, or more generally to securely perform a sensitive operation in a non-secure environment.

Further, the methods disclosed herein are not limited to a method comprising displaying image frames and introduction of biometric data using a single user terminal. The methods disclosed herein may be applied to securely authenticate a user on another connected device, the frame images being displayed on the user terminal or on a remote display such as a smartwatch, virtual reality or augmented reality glasses or lenses, or projected on a surface or in the form of a 3D image, or any IoT (Internet of Things) device having a display function or the like. Similarly, the biometric data may be input in another device connected to the user terminal. Therefore, the words “user terminal” may designate a single device or a set of devices including a terminal without a display, an IoT device, a smart home terminal, and any input terminal that allows the user to capture biometric data.

In some implementations, the display may be any display including, for example, but not limited to, an ATM, a vending machine, a TV, a public display, a projected display, a virtual display a 3D display and/or a hologram. In some implementations, the terminal may be any input equipment including, for example, but not limited to, a touch screen, a game accessory, a gesture acquisition system, and/or a voice or sound command system.

In some implementations, the image frames FRM may be generated without applying the mask IMSK, and may be displayed separately from the mask IMSK, using two display devices, one of the two display devices being transparent, such as a display device in the form of eye lenses, the displayed images becoming intelligible to the user when they are superimposed with the displayed mask IMSK, the displayed white pixels of the mask being transparent and the displayed black pixels of the mask being opaque.

Further, the methods disclosed herein, introducing randomization in the execution of the software component protected against tampering and reverse-engineering, are not limited to generate blinking pixel in an image or an image frame. More generally, these methods can be used in any application in which a random state is required in a sensitive software function, protected against reverse-engineering and tampering, the software function receiving input data and providing output data. For example, these methods can be applied to protection of data without using encryption or decryption keys which are exposed to key theft. In this example, the software component is configured to provide a part of the protected data as a function of a set of random input data, each random input data having two possible values. Each combination of the random input values applied to the software component is used to compute a respective part of the protected data. The number of combinations of the random input values defines the number of data parts that can be computed by executing the software component. As an example, the data to be protected can be images, and the data parts of such images can be pixel values of an image or color component values of the image pixels, the execution of the software component providing a pixel value or a part thereof and a position of the pixel in the image. The parts of the data to be protected that are each computed by one execution of the software component applied to one combination of the input values can be as small as desired. For instance, the software component can be configured to provide by one execution a point of a Gaussian curve or a value that is used to compute a histogram, the data part value corresponding to the highest value computed by the software component or to the value having the highest occurrence number in the histogram. Only a part of the protected data can be made accessible when only a part of the two alternative values of the input data of the software component is provided, only one value being provided for the other input data of the software component.

Further, the methods disclosed herein are not limited to an implementation involving an authentication server. Other implementations can involve a secure element within the user terminal, such as the secure processor SE shown in FIG. 2, or a secure domain within a processor of the terminal. In the methods disclosed herein, all operations performed by the server ASRV can be performed by such a secure element. FIG. 16 illustrates authentication steps S71 to S74 performed by the user terminal UT and a secure element SE linked to the main processor HP of the terminal UT, and enabling the secure element to authenticate the user. In step S71, the terminal UT transmits a command CMD to the secure element SE, this command requiring an authentication of the user before being executed by the secure element. Then the terminal UT performs steps S26 and S28 to S30, as previously disclosed. The secure element SE performs steps S24, S25 and S27, in place of the server ASRV. Then the secure element SE performs steps S72 to S74. In step S72, the secure element SE compares the biometric data BIOD input by the user to corresponding requested biometric data RBD selected among biometric data securely stored by secure element SE. If the biometric data BIOD entered by the user match the requested biometric data RBD stored by the secure element SE, the latter performs step S73 in which it executes the command CMD requested in step S71. In step S74, the secure element SE transmits an execution report RS of the command CMD. In this way, the secure element SE executes the command CMD only if and when the user of the terminal UT authorizes it.

According to example embodiments, the secure element SE in FIG. 16 can be implemented by or can be part of an external terminal connected to the user terminal UT by means of a communication link such as NFC (Near Field Communication) or Bluetooth™, or the like. The external terminal can be a point-of-sale terminal.

Further, the methods disclosed herein are not limited to garbled circuits comprising gates having only two inputs and one output as presented above for clarity of explanations only. Other types of gates with three or more inputs and one or more outputs or receiving data having more than two valid states may be implemented using truth tables having more than four lines. Therefore, the randomness obtained by transmitting and selecting one of the possible values RNiV1 and RNiV2 of the input RNi, may also be obtained by transmitting and randomly selecting one value among three or more valid values of an input of the garbled circuit.

Further, the methods disclosed herein are not limited to an implementation of the software component by a garbled circuit. Other implementations of the software component such as including obfuscated programs can be used to hide parts of the program loaded in the main processor of the terminal UT, and/or to prevent sensitive parts of the program from being unveiled or modified by unauthorized persons. In some implementations, the conception of a garbled circuit can be performed by translating a program written in language such as C or C++ into a circuit design language such as VHDL or Verilog to obtain a logic or Boolean circuit comprising logic gates.

Further, the methods disclosed herein are not limited to the use of a software component protected against tampering and reverse-engineering, such as generated using obfuscation and/or garbled circuit methods. As an example of such an application, the methods disclosed herein may be used to perform operations that do not require high security level, such as data privacy protection, video games (e.g. management of available virtual lives) or medical eye testing.

Further, the methods disclosed herein are not limited to an implementation involving a mask such the image mask IMSK to decrypt output values of the software component. Other implementations can generate and execute a software component directly outputting the pixels values to be displayed. In addition, the message MSG can be directly provided in the output pixel values. In addition, the mask IMSK can be transmitted separately from the software component or the structure and content data thereof, e.g. via different transmission means, optionally after the execution of the software component, totally or in several parts.

The term pixel, as used herein for a standard display screen, may be understood as coordinates, either 2D coordinates for a 2D display or 3D coordinates for a 3D or stereo display or for a projected display or the like.

Various implementations of the systems and techniques described here can be realized in digital electronic circuitry, integrated circuitry, specially designed ASICs (application specific integrated circuits), computer hardware, firmware, software, and/or combinations thereof. These various implementations can include implementation in one or more computer programs that are executable and/or interpretable on a programmable system including at least one programmable processor, which may be special or general purpose, coupled to receive data and instructions from, and to transmit data and instructions to, a storage system, at least one input device, and at least one output device. Various implementations of the systems and techniques described here can be realized as and/or generally be referred to herein as a controller, a circuit, a module, a block, or a system that can combine software and hardware aspects. For example, a module may include the functions/acts/computer program instructions executing on a processor (e.g., a processor formed on a silicon substrate, a GaAs substrate, and the like) or some other programmable data processing apparatus.

These computer programs (also known as programs, software, software applications or code) include machine instructions for a programmable processor, and can be implemented in a high-level procedural and/or object-oriented programming language, and/or in assembly/machine language. As used herein, the terms “machine-readable medium” “computer-readable medium” refers to any computer program product, apparatus and/or device (e.g., magnetic discs, optical disks, memory, Programmable Logic Devices (PLDs)) used to provide machine instructions and/or data to a programmable processor, including a machine-readable medium that receives machine instructions as a machine-readable signal. The term “machine-readable signal” refers to any signal used to provide machine instructions and/or data to a programmable processor.

Some of the above example embodiments are described as processes or methods depicted as flowcharts. Although the flowcharts describe the operations as sequential processes, many of the operations may be performed in parallel, concurrently or simultaneously. In addition, the order of operations may be re-arranged. The processes may be terminated when their operations are completed, but may also have additional blocks not included in the figure. The processes may correspond to methods, functions, procedures, subroutines, subprograms, etc.

Methods discussed above, some of which are illustrated by the flow charts, may be implemented by hardware, software, firmware, middleware, microcode, hardware description languages, or any combination thereof. When implemented in software, firmware, middleware or microcode, the program code or code segments to perform the necessary tasks may be stored in a machine or computer readable medium such as a storage medium. A processor(s) may perform the necessary tasks.

Specific structural and functional details disclosed herein are merely representative for purposes of describing example embodiments. Example embodiments, however, may be embodied in many alternate forms and should not be construed as limited to only the embodiments set forth herein.

Processors suitable for the processing of a computer program include, by way of example, both general and special-purpose microprocessors, and any one or more processors of any kind of digital computer. Generally, a processor will receive instructions and data from a read-only memory or a random access memory or both. Elements of a computer may include at least one processor for executing instructions and one or more memory devices for storing instructions and data. Generally, a computer also may include, or be operatively coupled to receive data from or transfer data to, or both, one or more mass storage devices for storing data (e.g., magnetic, magneto-optical disks, or optical disks). Information carriers suitable for embodying computer program instructions and data include all forms of non-volatile memory, including by way of example semiconductor memory devices (e.g., EPROM, EEPROM, and flash memory devices; magnetic disks (e.g., internal hard disks or removable disks); magneto-optical disks; and CD-ROM and DVD-ROM disks. The processor and the memory may be supplemented by, or incorporated in special-purpose logic circuitry.

To provide for interaction with a user, implementations may be implemented on a computer having a display device (e.g., a cathode ray tube (CRT), a light-emitting diode (LED), or liquid crystal display (LCD) display device) for displaying information to the user and a keyboard and a pointing device, e.g., a mouse or a trackball, by which the user can provide input to the computer. Other kinds of devices can be used to provide for interaction with a user, as well; for example, feedback provided to the user can be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user can be received in any form, including acoustic, speech, or tactile input.

Implementations may be implemented in a computing system that includes a back-end component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a client computer having a graphical user interface or a Web browser through which a user can interact with an implementation), or any combination of such back-end, middleware, or front-end components. Components may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network (LAN) and a wide area network (WAN) (e.g., the Internet).

While certain features of the described implementations have been illustrated as described herein, many modifications, substitutions, changes, and equivalents will now occur to those skilled in the art. It is, therefore, to be understood that the appended claims are intended to cover all such modifications and changes as fall within the scope of the implementations. It should be understood that they have been presented by way of example only, not limitation, and various changes in form and details may be made. Any portion of the apparatus and/or methods described herein may be combined in any combination, except mutually exclusive combinations. The implementations described herein can include various combinations and/or sub-combinations of the functions, components, and/or features of the different implementations described. 

1. A method for authenticating a user, comprising: receiving from a secure processor, a software component configured to generate an image frame including random pixels having a probability lower than 100% to be visible in the image frame; executing the software component a plurality of times to generate a plurality of image frames; displaying the plurality of image frames at a frame display rate, the image frames including information which is machine unintelligible as being formed of the random pixels, the frame display rate being such that the information becomes intelligible to the user, the information specifying a biometric challenge to enter by the user; acquiring biometric data from the user; and transmitting the biometric data to the secure processor,
 2. The method of claim 1, wherein the user being authenticated when the biometric data correspond both to the information and to stored biometric data from the user.
 3. The method of claim 1, wherein the software component is configured to generate a plurality of frame image parts each comprising the random pixels, the method further comprising inserting each generated image frame part into an image frame background to generate the plurality of image frames.
 4. The method of claim 1, wherein the software component is configured to generate encrypted frame image parts comprising the random pixels, the method further comprising: decrypting, by the user terminal, each generated encrypted image frame part, by applying to each pixel of the encrypted image frame part an XOR operation with a corresponding pixel of a decrypting mask, each decrypted image frame part being inserted into an image frame background to generate one of the plurality of image frames, the decrypting mask) being configured to produce a message in the displayed image frames.
 5. The method of claim 1, wherein the machine unintelligible information) in the displayed image frames comprises segments arranged to form symbols, or numeric or alphanumeric characters, at least a part of the segments being formed with the random pixels.
 6. The method of claim 5, wherein the segments are arranged to form symbols defining the biometric data to be entered by the user for being authenticated, the response from the user depending on the symbols.
 7. The method of claim 6, wherein the information comprises symbols respectively associated with biometric challenges, one of the symbols being duplicated to specify one of the biometric challenges to enter by the user, the biometric challenges requested to the user comprising at least one of: parts and/or movements of the face of the user, using a biometric sensor to capture images of the face or eyes of the user, fingerprints of the user hand fingers, using a biometric sensor to capture fingerprints of the user, a sound, a letter or a word to be pronounced by the user, using a biometric sensor to capture voice or images of lip movements of the user, and eyes and/or eyes closure movements, using a biometric sensor to capture images of eyes or iris of the user.
 8. The method of claim 1, wherein the software component is configured to set a probability of the random pixels to be visible in the displayed image frames, the probability being selected in a set of visible probability values.
 9. The method of claim 1, wherein the software component is configured to provide the random pixels with a probability set to a value equal to 50% or comprised between 12.5% and 87.5%, to be visible in the displayed image frames.
 10. The method of claim 1, wherein the software component is encoded as a garbled circuit comprising circuit inputs, circuit outputs, logic gates and wires, each logic gate having two inputs and one output, each wire having a first end connected to one of the circuit inputs or to one of the logic gate outputs and a second end connected to one of the logic gate inputs or to one of the circuit outputs, the garbled circuit being generated by randomly generating a valid data representing each binary state of each of the wires, and by computing for one logic gate of the garbled circuit, truth table values as a function of each valid data of each input of the logic gate, each valid data of the output of the logic gate and a logic operation performed by the logic gate.
 11. The method of claim 10, wherein the software component comprises a pixel set generation circuit for a set of random pixels to generate, each generation circuit comprising a first logic gate and a set of second logic gates, the first logic gate combining a first input data to a randomly selected second input data, and providing an output data to a first input of each of the second logic gates, a second input of each of the second logic gates receiving a third input data, each of the outputs of the second logic gates providing a pixel value of the set of random pixels.
 12. A terminal comprising: a processor; and a memory for storing information to be executed by the processor, the processor is configured to: receive from a secure processor a software component configured to generate an image frame including random pixels having a probability lower than 100% to be visible in the image frame; execute the software component a plurality of times to generate a plurality of image frames; display the plurality of image frames at a frame display rate, the image frames including information which is machine unintelligible as being formed of the random pixels, the frame display rate being such that the information becomes intelligible to a user, the information specifying a biometric challenge to enter by the user; acquire a biometric data from a user of the terminal; and transmit the biometric data to the secure processor.
 13. The terminal of claim 12, configured to perform the method of claim
 2. 14. The terminal of claim 12, wherein the secure processor is a secure element associated with the terminal and connected to a main processor of the terminal, or belongs to a remote server linked to the terminal through a data transmission network.
 15. A secure element processor configured to execute the operations performed by a secure processor in the method of claim 1, wherein the secure element is connected to a main processor of a terminal.
 16. A server configured to execute the operations performed by a secure processor in the method of claim 1, wherein the server is linked to the terminal through a data transmission network.
 17. A computer program product loadable into a computer memory and comprising code portions which, when carried out by a computer, configure the computer to carry out the method of claim
 1. 